THE MCP FIELD GUIDE / SEARCH

What do you
want to do?

Describe the job. Find the server that can do it.
Explore real capabilities, then see what each connection can reach.

ONE PROTOCOL. NEW POSSIBILITIES.
[ ]BROWSER
⌘DEVELOPER TOOLS
≡KNOWLEDGE
mcpTHE CONNECTION LAYER
OPEN CONNECTIONS
∞ POSSIBILITIES
DESCRIBE THE JOB702 SERVERS / PUBLISHED CAPABILITIES
THE DIRECTORY

Servers for your task.

8 servers match your task · task relevance first

Stars, downloads & growth

LOOKING FOR / Find current library docs

MATCH 01

Browser Use Cloud MCP

OFFICIAL SERVER

Hosted endpoint that hands whole web tasks to Browser Use's cloud browser agent and returns the result

WHY THIS MATCH

About: …The provider's own documentation index recommends API v4 for new agent integrations, so the MCP endpoint is not on the newest API generation (llms.txt). It is a separate…

Tool list_sessions: List recent sessions with their status and cost

RemoteCan change things
40popularity score
MATCH 02

liter-llm

One MCP server for chat, embeddings, images, speech, OCR and batch jobs across many LLM providers

WHY THIS MATCH

About: liter-llm is a Rust client library for calling many hosted and local language-model providers through one interface. Its command-line binary also carries an MCP server,…

LocalCan change things
264GitHub stars
958/wknpm downloads
48popularity score
MATCH 03

Genkit MCP Server

OFFICIAL SERVER

Lets an assistant list, run and trace the flows in a Genkit project and look up Genkit docs

WHY THIS MATCH

Tool read_genkit_docs: Reads the content of specific documentation files.

LocalCan change things
6.6kGitHub stars
90k/wknpm downloads
97popularity score
MATCH 04

ruv-swarm

Local multi-agent swarm coordination with small WebAssembly neural networks, run from npx

WHY THIS MATCH

About: …holds a Rust port of the FANN neural network library. The server runs on your machine as a Node.js process. It gives an assistant tools to set up a swarm with a chosen…

Tool memory_usage: Report current memory use

LocalCan change things
387GitHub stars
3.1k/wknpm downloads
56popularity score
MATCH 05

Agent Network

Self-hosted hub where coding agents on several machines find each other and hand off tasks over MCP

WHY THIS MATCH

Tool submit_skill: Submit a new immutable SKILL.md version to the network's skill library

Tool get_completions: List recent task completions

LocalCan change things
115GitHub stars
15k/wknpm downloads
66popularity score
MATCH 06

Agency Orchestrator

Runs multi-role AI workflows written in YAML and returns their combined deliverable

WHY THIS MATCH

Tool list_roles: Lists the AI roles available in the role library

About: …or `AO_HOME` is set, rather than the current directory the CLI uses; the code does this because MCP clients often start servers with `/` as the working directory…

LocalCan change things
2.5kGitHub stars
857/wknpm downloads
74popularity score
MATCH 07

AgentDB

OFFICIAL SERVER

Gives an agent self-learning vector memory: store and search patterns, episodes, skills and causal links.

WHY THIS MATCH

About: …no server or API key. It is available as an npm library, a CLI and an MCP server (npx agentdb mcp start) with 41 tools.

About: Add it to a client with npx agentdb@latest mcp start (Node native bindings on Linux, macOS and Windows, with a WASM fallback). The current npm release is an alpha…

LocalCan change things
97GitHub stars
169k/wknpm downloads
79popularity score
MATCH 08

Docling MCP

OFFICIAL SERVER

Turns PDFs, Office files and web pages into structured Docling documents, and builds or edits them

WHY THIS MATCH

Close in meaning · Tool check_document_in_local_cache: Checks whether a document key is in the cache

LocalCan change things
787GitHub stars
43popularity score
KNOW BEFORE YOU CONNECT

Capabilities.
With context.

A useful server page goes beyond a name and a score. Understand the tools, choose your client, and see what the connection can access.

Explore the server field guide
01 What it does02 How to install03 What it can reach
FOR THE BUILDERS

Your server belongs here.

Submit a public MCP server for review. Free submissions are open.

Submit your server

More ways to explore

CAPABILITIES, WITH EVIDENCE

Start with the task.
Follow the evidence.

Search covers 702 current records and 16,595 published tools. It reads your words and their meaning, and compares both with every server's name, description and individual tools. A misspelt name is read as the nearest one we list, and a package or repository name finds its server directly.

Each result shows the published passage that matched, with your words marked. “Close in meaning” marks a passage that says the same thing in other words. A match is a reason to look at a server, not a guarantee that it will complete your task.

Words such as “official”, “hosted”, “runs locally”, “in Python” or “read only” in your task are applied as filters and said back above the results. “Reads only” uses the record’s explicit access summary. It is not a security certification. Review the full server page and its dated sources before connecting.

Press / to search, Enter to see results, ↓ to focus the first result, or Escape to clear the query. Use Tab or the result arrow keys to navigate.